CO-1

Analyze the scope of managerial economics, and different methods of analysis economics.

CO-2

Apply managerial tools and techniques to attain optimal decisions, relation between demand and supply.

CO-3

To learn the concepts of production, cost analysis and market supply strategies.

C0-4

Analyze changing business environment in post liberalization scenario and financial statement analysis.

CO-1

Understand the data structure of stacks and queues and solve applications using them

CO-2

Analyze and apply operations of linked lists and demonstrate their applications

CO-3

Evaluate the computational efficiency of the principal algorithms for sorting, searching, and hashing.

C0-4

Demonstrate operations on trees and graph.  

CO-1

Describe the OOPs paradigm with the concept of objects, classes, data member and member function.

CO-2

Explain the memory management techniques using constructors, destructors, pointers and friend function.

CO-3

Classify and demonstrate the various Inheritance and polymorphism techniques.

C0-4

Define exception handling and file handling.

CO-1

Analyze, evaluates, select and synthesize information sources for the purpose of developing a system and design and communicate ideas about system solutions at different levels.

CO-2

Plan and deliver an effective software engineering process based on knowledge of widely used development lifecycle models, following software project management concepts with knowledge about estimation metrics and risk management.

CO-3

Translate a requirements specification into an implementable design, following a structured process using FSM and DFD models and formulate a testing strategy employing techniques such as unit testing, test driven development and functional testing

C0-4

Formulate the concepts of Software Design and Implement the concept of OOD making effective use of UML, along with design strategies such as defining software architecture, separation of concerns and design patterns.

CO-1

Solve the Linear, Non Linear and Transportation problems by the Optimization Techniques

CO-2

Explain the concept of divisibility, Congruence, Prime and Prime factorization. Describe the properties of the Group, Ring and Field.

CO-3

Solve the Ordinary and Partial Differential equations by use of Laplace Transform

CO-4

Use numerical methods for Differentiation and Integration, solve Difference and Differential equations and also develop the algorithm for numerical methods.

CO-1

Understanding Boolean algebra, conversions and minimization techniques.

CO-2

Creating various combinational and sequential circuits

CO-3

Understanding different logic families

CO-4

Creating of circuits using different minimization techniques.

CO-1

Understand the concept of C++ and using it in structure.

CO-2

Apply object oriented programming concepts using class and objects and function overloading

CO-3

Implement various Inheritance and polymorphism techniques.

C0-4

Apply exception handling and file handling techniques.  .

CO-1

Understand use of various Case tools in SDLC and develop software requirements specification documents for a given problem

CO-2

Understand various components of the DFD model and develop the DFD model and it’s structural design of the given project.

CO-3

Develop all Structural and behavioral UML diagrams of the given project.

C0-4

Implement various functionalities like Manage file, using ProjectLibre project management software tool.

CO-1

Understand the concept of array storage and Examine the concept of row-major and column-major order.

CO-2

Illustrate the implementation of basic data structure using an array.

CO-3

Use linear and non-linear data structures like stacks, queues, linked list, tree and graph..

C0-4

Design and Formulate different sorting algorithms

CO-1

 Identify the various digital IC’s and understand their Operation.

CO-2

Apply Boolean Law to Simplify the digital circuits and design simple logic circuits.

CO-1

Generate the report based on the Projects carried out for demonstrating the ability to apply the knowledge of engineering field during training

CO-2

Demonstrate Competency in relevant engineering fields through problem identification, formulation and solution

CO-1

Understand the concept and operations of Sets, Functions and Relations.

CO-2

Explain and construct proofs by certain methods.

CO-3

Understand the concepts of graphs and trees and their use to visualize and simplify situations.

CO-4

Understand the concepts of logics and their uses.

CO-1

Able to express themselves better in technical writing by understanding the concept, style and methodology used in Technical communication.

CO-2

Able to pursue higher studies by working on all aspects of English Language and also develop a better understanding of process and design of technical texts.

CO-3

Able to get an in depth knowledge of technical communication used in professional life by getting to know all the forms and aspects of Technical Communication.

CO-1

Demonstrate the taxonomy of 8085 Microprocessor Architecture and knowledge of contemporary microprocessor and their functionalities

CO-2

Demonstrate Assembly Language Programming using the various addressing Modes, Debugging Technique and instruction set of 8085 Microprocessor.

CO-3

Understand the concept of advance assembly language programming and its implementation

CO-4

Analyze and design of 8255,8254,8279,8251 and interfacing with various devices.

CO-1

Design an ER model for an enterprise

CO-2

Perform and analysis Query database using Relational Algebra, Relational Calculus and SQL

CO-3

Apply normalization based on functional dependency.

CO-4

Illustrate for serializability among concurrent transactions and apply concurrency control protocols, and Outline database recovery techniques

CO-1

Examine Finite Automata and Regular Expression.

CO-2

Classify regular sets of Regular Grammars.

CO-3

Categorize Context Free Language and Design Pushdown automata.

CO-4

Design Turing machine, compare Chomsky hierarchy languages and analyze Linear bounded automata.

CO-1

Understand the principles of Network Protocols and OSI and TCP/IP model.

CO-2

Analyse and implement the concepts of various protocols of Error Detection and Correction

CO-3

Analyse and apply the concept of various Routing algorithms and principles of reliable data transfers along with transactional TCP and associated congestion control.

CO-4

Classify role of application layer, its various elements like WWW, DNS FTP and network security.

CO-1

To understand the assembly level programming concepts.

CO-2

Design and implement programs on 8085 microprocessor trainer kit.

CO-1

Design a database for a system and understand the requirement and design methodology of system.

CO-2

Perform queries, operations and retrieve data from the database using SQL.

CO-1

Understand different protocols for Networking Programming Algorithms.

CO-2

Implement socket Programming and analyze different (Client/ Server)

CO-1

To Apply basic commands of Linux and commands related to inode, I/O redirection and piping, process control and mails.

CO-2

To analyze variety of problems of shell script using looping, case structures in the shell script programming.

CO-1

Develop an in depth understanding of programming & apply by writing Object Oriented programs in Java

CO-2

Understand & Develop packages, Interfaces, Strings and exception handling in Java

CO-3

Create applications involving file handling, concurrency and applet

CO1

Interpret the contribution of data warehousing and data mining to the decision-support systems and Prepare the data needed for data mining using preprocessing techniques.

CO2

Extract useful information from the labeled data using various classifiers.

CO3

Compile unlabeled data into clusters applying various clustering algorithms.

CO4

Discover interesting patterns from large amounts of data using Association Rule Mining and Demonstrate capacity to perform a self-directed piece of practical work that requires the application of data mining techniques

CO-1

Compare different phases of compiler and design lexical analyzer.

CO-2

Examine syntax and semantic analyzer by understanding grammars.

CO-3

Illustrate storage allocation and its organization & analyze symbol table organization.

CO-4

Analyze code optimization, code generation & compare various compilers.

CO-1

Demonstrate the concepts, structure design of operating system and analysis of process management.

CO-2

Recognize the concepts, implementation of memory management policies, design issues of paging and virtual memory.

CO-3

Understand and design the concepts of deadlock handling and device management.

CO-4

Analyze the file system structure, implementation process and acquainted with various types of operating systems.

CO-1

Implement geometric images using graphical input techniques

CO-2

Design and develop images with the help of 2D & 3D transformations.

CO-3

Identify visible surfaces for generation of realistic graphics display and curves representation.

CO-4

Analyze multimedia and animation techniques.

CO-1

Understand and analyzing the algorithms with different techniques

CO-2

Discuss various design strategies for implementing algorithms

CO-3

Implement various divide and conquer, greedy and dynamics strategies based algorithms

CO-4

Classify the algorithms and problems in various categories like NP, NP-Hard & NP-Complete

Course Outcomes

CO1

To understand various measures of central tendencies and apply to solve simple statistical problems.

CO2

To understand the concept of Random variables and Probability distribution functions.

CO3

To formulate a hypothesis, applying knowledge of small sample tests based on Chi-square, t and F distributions using critical values to draw conclusions and determining probability.

CO4

To apply linear and multivariate regression models and also logistic regression, for solving real world problems.

CO-1

Apply basic concepts and different types of graphics drawing algorithm

CO-2

Analyze different transformations and animation

CO-1

Apply the concept of Lexical Analyzer using C/C++ and FLEX tool

CO-2

Analyze different types of parsing and allocation data structure

CO-1

To implement various searching and sorting techniques on linear/non linear data structures to solve various computing problems.

CO-2

Design and implement efficient algorithms for a specified application.

CO-3

Strengthen the ability to identify and apply the suitable algorithms for the given real problem.

CO-1

Develop an in depth understanding of swings programming by writing user interface programs in swings

CO-2

Develop client side application involving JDBC, RMI, Socket Programming in Java

CO-3

Develop server side applications involving  J2EE, Servlets and JSP

CO-1

Generate the report based on theProjects carried out for demonstrating the ability to apply the knowledge of engineering field during training

CO-2

Demonstrate Competency in relevant engineering fields through problem identification, formulation and solution

CO-1

Understand the fundamental aspects of Image Processing.

CO-2

Apply the mathematical foundations for image enhancement in spatial and frequency domains.

CO-3

Compare and Implement filters for various types of noise.

CO-4

Evaluate various coding algorithms used in image processing and compression.

CO-1

Understand the concept of machine learning and apply supervised learning techniques.

CO-2

Illustrate various unsupervised leaning algorithm for clustering, and market basket analysis.

CO-3

Analyze statistical learning theory for dimension reduction and model evaluation in machine learning.

CO-4

Apply the concept of semi supervised learning, reinforcement learning and recommendation system.

CO-1

To Identify different security attacks, Mechanism, classical and modern encryption techniques

CO-2

To Apply random number generation, AES and S-box theory and Implement public key cryptosystem

CO-3

To Evaluate message authentication and digital signatures using hash function and IP security.

CO-4

To Analyze & Implement Water marking technique and strong password protocol in Information Security System

CO-1

Ability to understand the functional units of the processor and various micro operations.

CO-2

Analyze different architectural and organizational design issues that can affect the performance of a computer.

CO-3

Examine the arithmetic problems and principles of computer design.

CO-4

Describe and examine the concept of cache memory, Virtual memory and I/O organization.

CO-1

Understand the concept of Artificial Intelligence and apply various Searching techniques.

CO-2

Illustrate various Game Playing in Artificial Intelligence system.

CO-3

Analyze different Knowledge Representation Techniques, Planning, Uncertain Knowledge and Reasoning.

CO-4

Apply basic concepts of Learning, Natural Language Processing, Robotics and Expert Systems in AI.

CO-1

Identify the basics, risks, challenges and ethical issues in cloud computing.

CO-2

Design the architecture for parallel and distributed cloud computing

CO-3

Identify the various threats related to cloud and as well as disaster recovery related to same.

CO-4

Analyze the cloud platforms in IT industry and various case studies on the industries providing cloud services.

CO-1

Create different neural networks of various architectures both feed forward and feed backward.

CO-2

Perform the training of neural networks using various learning rules.

CO-3

Perform the testing of neural networks and do the perform analysis of these networks for various pattern recognition applications.

CO-1

Implement and Execute digital image acquisition, representation and methods to segment various types of images.

CO-2

Implement analyze and compare various filters in images processing and algorithms of image compression.

CO-1

Understand the implementation procedures for machine learning algorithms.

CO-2

Apply appropriate data sets to train and implement learning algorithms.

CO-3

Implement machine learning algorithms to solve real world problems

CO-1

To acquire programming skills of core python data types and decision making statements.

CO-2

Create and execute functions and concepts related to file handling operations

CO-1

Ability to apply general programming knowledge in the field of developing mobile applications.

CO-2

Understanding of the specific requirements, possibilities and challenges when developing for a mobile context.